Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers

Understand

The task of verbalization of RDF triples has known a growth in popularity due to the rising ubiquity of Knowledge Bases (KBs).

• The formalism of RDF triples is a simple and efficient way to store facts at a large scale.
• However, its abstract representation makes it difficult for humans to interpret.
• For this purpose, the WebNLG challenge aims at promoting automated RDF-to-text generation.